Title :
Probabilistic choice vs. risk analysis-conflicts and synthesis in power system planning
Author :
Miranda, Vladimiro ; Proenca, L. Miguel
Author_Institution :
INESC, Macau Univ., Macau
fDate :
8/1/1998 12:00:00 AM
Abstract :
This paper shows the conceptual differences between adopting a probabilistic weighting of the futures and a risk averse strategy, in power system planning under uncertain scenarios. It is illustrated with a distribution planning problem, where optimal solutions in both cases are determined by a genetic algorithm. It shows that the probabilistic approach is less safe and cannot detect some interesting solutions
Keywords :
distribution networks; genetic algorithms; power system planning; probability; risk management; distribution planning problem; genetic algorithm; optimal solutions; power system planning; probabilistic weighting; risk averse strategy; uncertain scenarios; Cost function; Genetic algorithms; Mathematical model; Power system analysis computing; Power system dynamics; Power system modeling; Power system planning; Power system reliability; Risk analysis; Strategic planning;
Journal_Title :
Power Systems, IEEE Transactions on